Not seeing results from your AI initiatives? Discover the obstacles that could be standing in the way. Learn more
Not seeing results from your AI initiatives? Discover the obstacles that could be standing in the way. Learn more
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Closing the AI execution gap

AI pilot-to-production assessment tool

Not every successful AI pilot is ready for production. This practical assessment tool helps CIOs, CTOs and process owners evaluate readiness, identify critical gaps and make more confident decisions about scaling AI initiatives.

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Download the AI assessment tool
Rather than relying on instinct, organisations should evaluate AI initiatives across five critical readiness dimensions before scaling.

5

readiness areas help determine whether an AI pilot is prepared for production: value, viability, control, adoption and delivery.

40-point

assessment provides a structured, evidence-based framework for evaluating production readiness.

3

clear outcomes guide next steps, from progressing to production planning through to pausing and reassessing the initiative.

What you'll discover

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  • Assess business value

    Determine whether your AI pilot solves a genuine business problem and delivers measurable outcomes.

  • Evaluate production viability

    Review your data, integrations, architecture and operational requirements before scaling.

  • Strengthen governance and control

    Ensure accountability, compliance, security and risk considerations are in place.

  • Measure adoption readiness

    Understand whether users, workflows and change management plans support long-term success.

  • Validate delivery capability

    Assess whether your organisation has the skills, ownership and support model needed for production.

  • Turn assessment into action

    Create a practical roadmap, prioritise gaps and define the decisions required for the next 30 days.

  • How to use this AI assessment tool

    This is a practical AI assessment tool, not a theoretical paper. Use it to evaluate AI pilots objectively, identify production-readiness gaps and align business and technology stakeholders around the actions required to scale successfully.

  • Who is this AI assessment tool for?

    Designed for process owners responsible for evaluating, governing and scaling AI initiatives and their CIOs and CTOs.

Closing the AI execution gap

Assess your AI pilot's readiness before you commit to production.

Use this practical assessment tool to uncover readiness gaps, reduce delivery risk and make confident decisions about scaling AI initiatives.

Need more insight?

Learn what prevents AI initiatives from scaling.

Discover key AI barriers

WHY NASHTECH

More than a software development company

If you need a software development company to provide expert engineers and developers to support your in-house team, we can do that. But what makes NashTech different is that we are a partner who understands your business.

We challenge assumptions, translate complexity into clear decisions and connect technology to real outcomes. Whether you’re building new products or transforming existing systems, we help you move forward with total confidence.

You get honest advice, practical solutions, a team that cares and a partner that is completely invested in your success.

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Engineering experts

26+ years

Engineering excellence

Insights

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Event takeawayReading time:14 min

Listening in at the Leaders Lab London

Boards are increasingly expecting results from AI, but technology leaders are still working out which bets to make, where to invest, how to govern them and what readiness looks like when the technology changes every few months. This tension shaped the latest NashTech Leaders Lab roundtable in London, where 20 senior technology leaders from across the UK shared their experiences. This article captures just some of the discussion, which may help other CIOs and CTOs navigate the same decisions. Let’s dive into it.

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